Cargando…
Hyperpolarized (13)C metabolic imaging detects long-lasting metabolic alterations following mild repetitive traumatic brain injury
Career athletes, active military, and head trauma victims are at increased risk for mild repetitive traumatic brain injury (rTBI), a condition that contributes to the development of epilepsy and neurodegenerative diseases. Standard clinical imaging fails to identify rTBI-induced lesions, and novel n...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462249/ https://www.ncbi.nlm.nih.gov/pubmed/37645937 http://dx.doi.org/10.21203/rs.3.rs-3166656/v1 |
_version_ | 1785098017659944960 |
---|---|
author | Chaumeil, Myriam Guglielmetti, Caroline Qiao, Kai Tiret, Brice Ozen, Mustafa Krukowski, Karen Nolan, Amber Paladini, Maria Serena Lopez, Carlos Rosi, Susanna |
author_facet | Chaumeil, Myriam Guglielmetti, Caroline Qiao, Kai Tiret, Brice Ozen, Mustafa Krukowski, Karen Nolan, Amber Paladini, Maria Serena Lopez, Carlos Rosi, Susanna |
author_sort | Chaumeil, Myriam |
collection | PubMed |
description | Career athletes, active military, and head trauma victims are at increased risk for mild repetitive traumatic brain injury (rTBI), a condition that contributes to the development of epilepsy and neurodegenerative diseases. Standard clinical imaging fails to identify rTBI-induced lesions, and novel non-invasive methods are needed. Here, we evaluated if hyperpolarized (13)C magnetic resonance spectroscopic imaging (HP (13)C MRSI) could detect long-lasting changes in brain metabolism 3.5 months post-injury in a rTBI mouse model. Our results show that this metabolic imaging approach can detect changes in cortical metabolism at that timepoint, whereas multimodal MR imaging did not detect any structural or contrast alterations. Using Machine Learning, we further show that HP (13)C MRSI parameters can help classify rTBI vs. Sham and predict long-term rTBI-induced behavioral outcomes. Altogether, our study demonstrates the potential of metabolic imaging to improve detection, classification and outcome prediction of previously undetected rTBI. |
format | Online Article Text |
id | pubmed-10462249 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-104622492023-08-29 Hyperpolarized (13)C metabolic imaging detects long-lasting metabolic alterations following mild repetitive traumatic brain injury Chaumeil, Myriam Guglielmetti, Caroline Qiao, Kai Tiret, Brice Ozen, Mustafa Krukowski, Karen Nolan, Amber Paladini, Maria Serena Lopez, Carlos Rosi, Susanna Res Sq Article Career athletes, active military, and head trauma victims are at increased risk for mild repetitive traumatic brain injury (rTBI), a condition that contributes to the development of epilepsy and neurodegenerative diseases. Standard clinical imaging fails to identify rTBI-induced lesions, and novel non-invasive methods are needed. Here, we evaluated if hyperpolarized (13)C magnetic resonance spectroscopic imaging (HP (13)C MRSI) could detect long-lasting changes in brain metabolism 3.5 months post-injury in a rTBI mouse model. Our results show that this metabolic imaging approach can detect changes in cortical metabolism at that timepoint, whereas multimodal MR imaging did not detect any structural or contrast alterations. Using Machine Learning, we further show that HP (13)C MRSI parameters can help classify rTBI vs. Sham and predict long-term rTBI-induced behavioral outcomes. Altogether, our study demonstrates the potential of metabolic imaging to improve detection, classification and outcome prediction of previously undetected rTBI. American Journal Experts 2023-08-14 /pmc/articles/PMC10462249/ /pubmed/37645937 http://dx.doi.org/10.21203/rs.3.rs-3166656/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Chaumeil, Myriam Guglielmetti, Caroline Qiao, Kai Tiret, Brice Ozen, Mustafa Krukowski, Karen Nolan, Amber Paladini, Maria Serena Lopez, Carlos Rosi, Susanna Hyperpolarized (13)C metabolic imaging detects long-lasting metabolic alterations following mild repetitive traumatic brain injury |
title | Hyperpolarized (13)C metabolic imaging detects long-lasting metabolic alterations following mild repetitive traumatic brain injury |
title_full | Hyperpolarized (13)C metabolic imaging detects long-lasting metabolic alterations following mild repetitive traumatic brain injury |
title_fullStr | Hyperpolarized (13)C metabolic imaging detects long-lasting metabolic alterations following mild repetitive traumatic brain injury |
title_full_unstemmed | Hyperpolarized (13)C metabolic imaging detects long-lasting metabolic alterations following mild repetitive traumatic brain injury |
title_short | Hyperpolarized (13)C metabolic imaging detects long-lasting metabolic alterations following mild repetitive traumatic brain injury |
title_sort | hyperpolarized (13)c metabolic imaging detects long-lasting metabolic alterations following mild repetitive traumatic brain injury |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462249/ https://www.ncbi.nlm.nih.gov/pubmed/37645937 http://dx.doi.org/10.21203/rs.3.rs-3166656/v1 |
work_keys_str_mv | AT chaumeilmyriam hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury AT guglielmetticaroline hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury AT qiaokai hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury AT tiretbrice hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury AT ozenmustafa hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury AT krukowskikaren hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury AT nolanamber hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury AT paladinimariaserena hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury AT lopezcarlos hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury AT rosisusanna hyperpolarized13cmetabolicimagingdetectslonglastingmetabolicalterationsfollowingmildrepetitivetraumaticbraininjury |